Abstract: A computer-implemented system for determining an analyte in milk is provided. The system first causes irradiation of the sample with light in a plurality of discrete spectral bands. The spectral bands can be selected based on phenomenon of specific analytes. The irradiation causes a fluorescent response in the milk, which is received by light sensors and converted into digitized spectral data. The digitized spectral data is then transmitted to a machine learning system which can determine the concentration of analytes and produce an output indicative of said concentration.

Abstract: A computer-implemented system for determining an analyte in milk is provided. The system first causes irradiation of the sample with light in a plurality of discrete spectral bands. The spectral bands can be selected based on phenomenon of specific analytes. The irradiation causes a fluorescent response in the milk, which is received by light sensors and converted into digitized spectral data. The digitized spectral data is then transmitted to a machine learning system which can determine the concentration of analytes and produce an output indicative of said concentration.

Abstract: A system is provided giving an instant preview of the appearance of a compiled native application on a mobile computing device during an application development process as the application would appear as if installed from a digital distribution platform such as an app store, without compiling the application. The system previews an accurate representation of the appearance of the app in the user interface without compiling the app, and the content management modules allows the user to iteratively change the elements to obtain a desired appearance for the app.

Abstract: An otoscope may project a temporal sequence of phase-shifted fringe patterns onto an eardrum, while a camera in the otoscope captures images. A computer may calculate a global component of these images. Based on this global component, the computer may output an image of the middle ear and eardrum. This image may show middle ear structures, such as the stapes and incus. Thus, the otoscope may “see through” the eardrum to visualize the middle ear. The otoscope may project another temporal sequence of phase-shifted fringe patterns onto the eardrum, while the camera captures additional images. The computer may subtract a fraction of the global component from each of these additional images. Based on the resulting direct-component images, the computer may calculate a 3D map of the eardrum.

Abstract: A system is provided giving an instant preview of the appearance of a compiled native application on a computing device during an application development process as the application would appear as if installed from a digital distribution platform, without compiling the application. The system includes a database, a processing unit, and a user interface. An application template module may include one or more application templates. An application template is selected and loaded into a content management module. The application templates provide application elements and features that can be included in a native application. The user can select and arrange the application elements. Upon a computer command, the content management module previews an accurate representation of the appearance of the app in the user interface without compiling the app, and the content management modules allows the user to iteratively change the elements to obtain a desired appearance for the app.

Abstract: A system for translating compressed instructions to instructions in an executable format is described. A translation unit is configured to decompress compressed instructions into a native instruction format using X and Y indices accessed from a memory, a translation memory, and a program specified mix mask. A level 1 cache is configured to store the native instruction format for each compressed instruction. The memory may be configured as a paged instruction cache to store pages of compressed instructions intermixed with pages of uncompressed instructions. Methods of determining a mix mask for efficiently translating compressed instructions is also described. A genetic method uses pairs of mix masks as genes from a seed population of mix masks that are bred and may be mutated to produce pairs of offspring mix masks to update the seed population. A mix mask for efficiently translating compressed instructions is determined from the updated seed population.

Abstract: An otoscope may project a temporal sequence of phase-shifted fringe patterns onto an eardrum, while a camera in the otoscope captures images. A computer may calculate a global component of these images. Based on this global component, the computer may output an image of the middle ear and eardrum. This image may show middle ear structures, such as the stapes and incus. Thus, the otoscope may “see through” the eardrum to visualize the middle ear. The otoscope may project another temporal sequence of phase-shifted fringe patterns onto the eardrum, while the camera captures additional images. The computer may subtract a fraction of the global component from each of these additional images. Based on the resulting direct-component images, the computer may calculate a 3D map of the eardrum.

Abstract: An otoscope may project a temporal sequence of phase-shifted fringe patterns onto an eardrum, while a camera in the otoscope captures images. A computer may calculate a global component of these images. Based on this global component, the computer may output an image of the middle ear and eardrum. This image may show middle ear structures, such as the stapes and incus. Thus, the otoscope may “see through” the eardrum to visualize the middle ear. The otoscope may project another temporal sequence of phase-shifted fringe patterns onto the eardrum, while the camera captures additional images. The computer may subtract a fraction of the global component from each of these additional images. Based on the resulting direct-component images, the computer may calculate a 3D map of the eardrum.

Abstract: Disclosed is a system for facilitating instant preview of a customized native application in near real time through a digital distribution platform on a computing device. The system includes a database to store plurality of modules, a processing unit is coupled to the database for processing the plurality of modules, a display unit displays processed plurality of modules and an input unit to input content. The modules include a registration module, an application template module, a content management module and an application module. The registration module register users on receiving a user ID and a password. The application template module allows registered users to select one default application template from multiple default application template. The content management module allows registered users to input content as per the format of the selected default template application to create a customized application. The input content and the selected template is stored in the database.

Abstract: A method of compressing a sequence of program instructions begins by examining a program instruction stream to identify a sequence of two or more instructions that meet a parameter. The identified sequence of two or more instructions is replaced by a selected type of layout instruction which is then compressed. A method of decompressing accesses an X-index and a Y-index together as a compressed value. The compressed value is decompressed to a selected type of layout instruction which is decoded and replaced with a sequence of two or more instructions. An apparatus for decompressing includes a storage subsystem configured for storing compressed instructions, wherein a compressed instruction comprises an X-index and a Y-index. A decompressor is configured for translating an X-index and Y-index accessed from the storage subsystem to a selected type of layout instruction which is decoded and replaced with a sequence of two or more instructions.

Abstract: An example system for compiling a source file includes an optimizer that identifies a segment of code in a first source file as a potential optimization opportunity. The first source file includes high-level source code. The example system also includes a compiler that identifies a compilation record storing data indicating that the segment of code is an actual optimization opportunity and generates a representation of the high-level source code in accordance with the actual optimization opportunity. The data is based on a previous compilation of a second source file.

Abstract: An otoscope may project a temporal sequence of phase-shifted fringe patterns onto an eardrum, while a camera in the otoscope captures images. A computer may calculate a global component of these images. Based on this global component, the computer may output an image of the middle ear and eardrum. This image may show middle ear structures, such as the stapes and incus. Thus, the otoscope may “see through” the eardrum to visualize the middle ear. The otoscope may project another temporal sequence of phase-shifted fringe patterns onto the eardrum, while the camera captures additional images. The computer may subtract a fraction of the global component from each of these additional images. Based on the resulting direct-component images, the computer may calculate a 3D map of the eardrum.

Abstract: A method of compressing a sequence of program instructions begins by examining a program instruction stream to identify a sequence of two or more instructions that meet a parameter. The identified sequence of two or more instructions is replaced by a selected type of layout instruction which is then compressed. A method of decompressing accesses an X-index and a Y-index together as a compressed value. The compressed value is decompressed to a selected type of layout instruction which is decoded and replaced with a sequence of two or more instructions. An apparatus for decompressing includes a storage subsystem configured for storing compressed instructions, wherein a compressed instruction comprises an X-index and a Y-index. A decompressor is configured for translating an X-index and Y-index accessed from the storage subsystem to a selected type of layout instruction which is decoded and replaced with a sequence of two or more instructions.

Abstract: Herein disclosed is an optimization for a compiler, the optimization configured to assign numeric values, or semantic fingerprints, to portions of code, and to combine these fingerprints to arrive at fingerprints for larger and larger portions of code. The fingerprints can be provided to various consumers such as code redundancy optimization modules and copyright violation and malware/virus identification modules. The fingerprints can also be used to cluster similar code, and then code within each cluster can be merged. Merger can include creating a single merged portion of code including identical portions of code from the original portions of code and control flow and new arguments to account for differences between the original portions of code. The original portions of code can be replaced with wrappers that use new arguments to call to the merged portion of code.

Abstract: An example system for compiling a source file includes an optimizer that identifies a segment of code in a first source file as a potential optimization opportunity. The first source file includes high-level source code. The example system also includes a compiler that identifies a compilation record storing data indicating that the segment of code is an actual optimization opportunity and generates a representation of the high-level source code in accordance with the actual optimization opportunity. The data is based on a previous compilation of a second source file.

Abstract: A system for translating compressed instructions to instructions in an executable format is described. A translation unit is configured to decompress compressed instructions into a native instruction format using X and Y indices accessed from a memory, a translation memory, and a program specified mix mask. A level 1 cache is configured to store the native instruction format for each compressed instruction. The memory may be configured as a paged instruction cache to store pages of compressed instructions intermixed with pages of uncompressed instructions. Methods of determining a mix mask for efficiently translating compressed instructions is also described. A genetic method uses pairs of mix masks as genes from a seed population of mix masks that are bred and may be mutated to produce pairs of offspring mix masks to update the seed population. A mix mask for efficiently translating compressed instructions is determined from the updated seed population.

Abstract: A system for translating compressed instructions to instructions in an executable format is described. A translation unit is configured to decompress compressed instructions into a native instruction format using X and Y indices accessed from a memory, a translation memory, and a program specified mix mask. A level 1 cache is configured to store the native instruction format for each compressed instruction. The memory may be configured as a paged instruction cache to store pages of compressed instructions intermixed with pages of uncompressed instructions. Methods of determining a mix mask for efficiently translating compressed instructions is also described. A genetic method uses pairs of mix masks as genes from a seed population of mix masks that are bred and may be mutated to produce pairs of offspring mix masks to update the seed population. A mix mask for efficiently translating compressed instructions is determined from the updated seed population.

Abstract: A method of compressing a sequence of program instructions begins by examining a program instruction stream to identify a sequence of two or more instructions that meet a parameter. The identified sequence of two or more instructions is replaced by a selected type of layout instruction which is then compressed. A method of decompressing accesses an X-index and a Y-index together as a compressed value. The compressed value is decompressed to a selected type of layout instruction which is decoded and replaced with a sequence of two or more instructions. An apparatus for decompressing includes a storage subsystem configured for storing compressed instructions, wherein a compressed instruction comprises an X-index and a Y-index. A decompressor is configured for translating an X-index and Y-index accessed from the storage subsystem to a selected type of layout instruction which is decoded and replaced with a sequence of two or more instructions.

Abstract: A system for translating compressed instructions to instructions in an executable format is described. A translation unit is configured to decompress compressed instructions into a native instruction format using X and Y indices accessed from a memory, a translation memory, and a program specified mix mask. A level 1 cache is configured to store the native instruction format for each compressed instruction. The memory may be configured as a paged instruction cache to store pages of compressed instructions intermixed with pages of uncompressed instructions. Methods of determining a mix mask for efficiently translating compressed instructions is also described. A genetic method uses pairs of mix masks as genes from a seed population of mix masks that are bred and may be mutated to produce pairs of offspring mix masks to update the seed population. A mix mask for efficiently translating compressed instructions is determined from the updated seed population.